Delete embeddings

veryfront__delete_file_chunk_embeddings

Requires project.knowledge.write; API keys also need delete scope.

Access

No external-service connection is required. Use a Veryfront credential with access to the requested resources.

Call type: Can change resources.

Arguments

FieldTypeRequiredDescription and constraints
project_referencestringNoProject identifier or slug that scopes the tool call.
chunk_idsstring[]YesChunk IDs whose embeddings are deleted.
dimensionstringYesVector dimension of the embeddings to delete: 768, 1024, 1536, 3072, or 4096. Values: "768", "1024", "1536", "3072", "4096".
confirmbooleanYesMust be true to confirm deletion

Example request

Send this JSON-RPC request through an initialized MCP client. Replace sample identifiers and values before calling the tool. See MCP client setup.

json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "veryfront__delete_file_chunk_embeddings",
    "arguments": {
      "chunk_ids": [
        "00000000-0000-4000-8000-000000000000"
      ],
      "dimension": "768",
      "confirm": true
    }
  }
}

Result

The published output shape is summarized below. Inspect both the MCP response content and isError when handling a call.

FieldTypeRequiredDescription and constraints
okbooleanYesValue: true.

Full schemas

json
{
  "type": "object",
  "properties": {
    "project_reference": {
      "type": "string",
      "description": "Project identifier or slug that scopes the tool call."
    },
    "chunk_ids": {
      "type": "array",
      "items": {
        "type": "string",
        "format": "uuid",
        "description": "One chunk id item supplied to the tool."
      },
      "minItems": 1,
      "description": "Chunk IDs whose embeddings are deleted."
    },
    "dimension": {
      "type": "string",
      "enum": [
        "768",
        "1024",
        "1536",
        "3072",
        "4096"
      ],
      "description": "Vector dimension of the embeddings to delete: 768, 1024, 1536, 3072, or 4096."
    },
    "confirm": {
      "type": "boolean",
      "description": "Must be true to confirm deletion"
    }
  },
  "required": [
    "chunk_ids",
    "dimension",
    "confirm"
  ],
  "additionalProperties": false,
  "description": "Arguments for the delete_file_chunk_embeddings tool.",
  "$schema": "http://json-schema.org/draft-07/schema#"
}
json
{
  "type": "object",
  "properties": {
    "ok": {
      "type": "boolean",
      "const": true
    }
  },
  "required": [
    "ok"
  ],
  "additionalProperties": false,
  "description": "Structured result returned by the delete_file_chunk_embeddings tool.",
  "$schema": "http://json-schema.org/draft-07/schema#"
}